You will get Data preprocessing and preparation for your downstream applications.
Project details
Basic Package: Essential Preprocessing
Data cleaning (handling missing values, duplicates, and outliers).
Normalization or standardization (e.g., z-score, min-max scaling).
Formatting and restructuring datasets for downstream analysis.
Basic quality control and summary statistics.
Standard Package: Advanced Preprocessing with Feature Engineering
Basic bundle included
Feature extraction or selection using statistical or machine learning methods.
Dimensionality reduction (e.g., PCA, t-SNE).
Removal of redundant or low-variance features.
Data transformation (log, Box-Cox, or other techniques as required).
Premium Package: Complete Preprocessing Pipeline with Documentation.
All services from the standard package.
Automated preprocessing pipeline (Python/R script)
Custom transformations tailored to the dataset’s needs.
Quality assessment metrics and visualization (e.g., histograms, boxplots).
Data compatibility checks for specific downstream applications.
Data cleaning (handling missing values, duplicates, and outliers).
Normalization or standardization (e.g., z-score, min-max scaling).
Formatting and restructuring datasets for downstream analysis.
Basic quality control and summary statistics.
Standard Package: Advanced Preprocessing with Feature Engineering
Basic bundle included
Feature extraction or selection using statistical or machine learning methods.
Dimensionality reduction (e.g., PCA, t-SNE).
Removal of redundant or low-variance features.
Data transformation (log, Box-Cox, or other techniques as required).
Premium Package: Complete Preprocessing Pipeline with Documentation.
All services from the standard package.
Automated preprocessing pipeline (Python/R script)
Custom transformations tailored to the dataset’s needs.
Quality assessment metrics and visualization (e.g., histograms, boxplots).
Data compatibility checks for specific downstream applications.
Data Tool
RWhat's included
| Service Tiers |
Starter
$50
|
Standard
$150
|
Advanced
$300
|
|---|---|---|---|
| Delivery Time | 2 days | 5 days | 7 days |
Number of Revisions | 2 | 3 | Unlimited |
Optional add-ons
You can add these on the next page.
Additional Revision
+$10About Zeyad
Bioinformatics | Biotechnology Specialist | Data-Driven Insights
Cairo, Egypt - 8:52 pm local time
Steps for completing your project
After purchasing the project, send requirements so Zeyad can start the project.
Delivery time starts when Zeyad receives requirements from you.
Zeyad works on your project following the steps below.
Revisions may occur after the delivery date.
Data review and cleaning.
Data transformation.